Record, CLM, bronze and silver
CLM-407077
Received 2026-08-26T10:16:22Z, line 68,579 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | DANIELLE | Danielle | Changed |
| Middle | — | — | Unchanged |
| Last name | PIERCE | Pierce | Changed |
| Date of birth | Nov 16, 1956 | 1956-11-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-91432-68 | UHC-91432-68 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 5592 Ocean Avenue | 5592 Ocean Ave | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | ·30328 | 30328 | Changed |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- danielle|pierce
- Address key
- 5592|ocean|30328
- Canonical first
- danielle
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| PRV-22083 | 1.00 | Scored | — | Auto-linked |
| TPA-53101 | 1.00 | Scored | — | Auto-linked |
| CLM-407078 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-109250 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-109249 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005376
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Danielle Pierce, 1956-11-16, 6 records, Verified
Evidence
Matched against PRV-22083
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically48f60dcedb2026-10-19 19:54:38, scoring_agentidentity id MBR-005376, confidence 1, method probabilistic, matched record PRV-22083, policy version 1
- Record linked automaticallydfe8c9dbb82026-10-19 19:52:08, scoring_agentidentity id MBR-005376, confidence 1, method probabilistic, matched record PRV-22083, policy version 1
- Record linked automatically91b5ab67332026-10-19 19:45:42, scoring_agentidentity id MBR-005376, confidence 1, method probabilistic, matched record PRV-22083, policy version 1
- Record linked automatically71e369d4782026-10-19 19:32:31, scoring_agentidentity id MBR-005376, confidence 1, method probabilistic, matched record PRV-22083, policy version 1
- Record linked automatically89a2f92ce12026-10-19 19:31:28, matching_agentidentity id MBR-026073, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109274